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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.

Market snapshot · September 22, 2026

5.7M+

Vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Processed daily

Cited in Wall Street sell-side equity research, April 2026

Or explore the market

699 listings found

No Photo

2027 Toyota Corolla Hatchback XSE

Klamath Falls, OR

Fair PriceLimited · 14
$31,324Mileage not verified

Market: $29,377$32,200

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Chevrolet Bolt RS

Ashland, OR

Fair PriceModerate · 21
$33,485Mileage not verified

Market: $29,523$37,159

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Chevrolet Bolt RS

Ashland, OR

Fair PriceModerate · 21
$34,614Mileage not verified

Market: $29,523$37,159

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Subaru Ascent Premium

Klamath Falls, OR

Fair PriceModerate · 48
$43,234Mileage not verified

Market: $40,162$47,483

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Toyota Prius Plug-in Hybrid XSE Premium

Klamath Falls, OR

Fair PriceModerate · 21
$45,259Mileage not verified

Market: $42,608$46,178

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Subaru Solterra Limited XT

Klamath Falls, OR

UnscoredInsufficient · 0
$45,805Mileage not verified

Klamath Falls, OR

No Photo

2027 Ford Explorer Active

Klamath Falls, OR

Fair PriceRobust · 397
$47,485Mileage not verified

Market: $42,004$52,045

Comparison: 397 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Chevrolet Traverse Z71

Ashland, OR

Fair PriceRobust · 119
$51,795Mileage not verified

Market: $49,999$61,800

Comparison: 119 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Toyota bZ Woodland Premium

Klamath Falls, OR

UnscoredLimited · 5
$52,198Mileage not verified

Comparison: 5 similar vehicles

Klamath Falls, OR

No Photo

2027 Chrysler Pacifica Limited

Klamath Falls, OR

Fair PriceRobust · 70
$53,160Mileage not verified

Market: $45,984$57,618

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Ford Transit Van Base

Klamath Falls, OR

Fair PriceRobust · 196
$54,445Mileage not verified

Market: $48,506$76,759

Comparison: 196 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Ford F-350 Super Duty XL

Ashland, OR

Fair PriceModerate · 20
$54,945Mileage not verified

Market: $50,696$77,030

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Chevrolet Traverse Z71

Ashland, OR

Fair PriceRobust · 119
$56,675Mileage not verified

Market: $49,999$61,800

Comparison: 119 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Chevrolet Traverse Z71

Ashland, OR

Fair PriceRobust · 83
$57,125Mileage not verified

Market: $49,999$61,800

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford F-350 Super Duty Chassis Cab XL

Ashland, OR

Fair PriceModerate · 33
$57,255Mileage not verified

Market: $53,816$74,415

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Dodge Charger Scat Pack

Klamath Falls, OR

UnscoredLimited · 6
$60,075Mileage not verified

Comparison: 6 similar vehicles

Klamath Falls, OR

No Photo

2027 Ford F-250 Super Duty XL

Ashland, OR

Fair PriceRobust · 85
$61,910Mileage not verified

Market: $48,965$75,935

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford F-250 Super Duty XLT

Ashland, OR

Fair PriceModerate · 39
$61,925Mileage not verified

Market: $61,185$85,015

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford F-350 Super Duty XL

Ashland, OR

Fair PriceRobust · 68
$63,360Mileage not verified

Market: $50,696$80,939

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford Transit Van Base

Ashland, OR

Fair PriceRobust · 103
$66,075Mileage not verified

Market: $48,506$76,759

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford F-250 Super Duty XLT

Ashland, OR

Fair PriceRobust · 114
$66,305Mileage not verified

Market: $59,209$87,410

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford F-250 Super Duty XLT

Ashland, OR

Fair PriceRobust · 114
$69,830Mileage not verified

Market: $59,209$87,410

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Toyota Land Cruiser 1958

Klamath Falls, OR

Fair PriceRobust · 102
$70,993Mileage not verified

Market: $59,558$80,157

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Ford F-350 Super Duty XL

Ashland, OR

Fair PriceModerate · 20
$73,980Mileage not verified

Market: $50,696$77,030

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford F-350 Super Duty XLT

Klamath Falls, OR

Fair PriceRobust · 100
$75,425Mileage not verified

Market: $58,820$87,254

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Ford F-350 Super Duty XLT

Klamath Falls, OR

Fair PriceRobust · 100
$76,645Mileage not verified

Market: $58,820$87,254

Comparison: 100 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Ford F-350 Super Duty XLT

Ashland, OR

Fair PriceRobust · 98
$80,805Mileage not verified

Market: $58,820$87,254

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford F-250 Super Duty Lariat

Klamath Falls, OR

Fair PriceRobust · 105
$83,925Mileage not verified

Market: $65,668$99,432

Comparison: 105 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Ford F-350 Super Duty Lariat

Ashland, OR

UnscoredLimited · 6
$85,025Mileage not verified

Comparison: 6 similar vehicles

Ashland, OR

No Photo

2027 Ford F-350 Super Duty XLT

Ashland, OR

Fair PriceRobust · 98
$85,300Mileage not verified

Market: $58,820$87,254

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford F-350 Super Duty Lariat

Ashland, OR

UnscoredLimited · 6
$86,620Mileage not verified

Comparison: 6 similar vehicles

Ashland, OR

No Photo

2027 Ford F-250 Super Duty Lariat

Ashland, OR

Fair PriceModerate · 47
$87,100Mileage not verified

Market: $70,361$99,432

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford F-350 Super Duty Lariat

Ashland, OR

UnscoredLimited · 6
$88,170Mileage not verified

Comparison: 6 similar vehicles

Ashland, OR

No Photo

2027 Ford F-350 Super Duty Lariat

Ashland, OR

UnscoredLimited · 6
$89,200Mileage not verified

Comparison: 6 similar vehicles

Ashland, OR

No Photo

2027 Ford F-250 Super Duty Platinum

Ashland, OR

Fair PriceModerate · 25
$89,435Mileage not verified

Market: $84,225$109,259

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2027 Ford F-350 Super Duty Lariat

Klamath Falls, OR

Fair PriceRobust · 118
$94,760Mileage not verified

Market: $68,155$98,929

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 RAM 1500 Pickup Limited Longhorn

Klamath Falls, OR

OverpricedLimited · 16
$94,780Mileage not verified

Market: $78,630$86,577

Comparison: 16 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Ford F-350 Super Duty Lariat

Ashland, OR

UnscoredLimited · 6
$95,065Mileage not verified

Comparison: 6 similar vehicles

Ashland, OR

No Photo

2027 Ford F-250 Super Duty Lariat

Klamath Falls, OR

Fair PriceRobust · 105
$97,595Mileage not verified

Market: $65,668$99,432

Comparison: 105 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2027 Chevrolet Corvette 3LT

Ashland, OR

Fair PriceLimited · 12
$109,930Mileage not verified

Market: $95,749$142,204

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2026 Chevrolet Trax LT

Ashland, OR

Fair PriceRobust · 231
$27,030Mileage not verified

Market: $22,123$28,200

Comparison: 231 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2026 Chevrolet Trax Activ

Ashland, OR

Fair PriceRobust · 107
$27,682Mileage not verified

Market: $25,329$30,050

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 263 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2026 Chevrolet Trax Activ

Ashland, OR

Fair PriceRobust · 107
$27,7803,230 mi

Market: $25,329$30,050

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 215 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2026 Chevrolet Trax Activ

Ashland, OR

Fair PriceRobust · 107
$28,100Mileage not verified

Market: $25,329$30,050

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2026 Chevrolet Trax Activ

Ashland, OR

Fair PriceRobust · 167
$28,635Mileage not verified

Market: $25,329$30,050

Comparison: 167 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 176 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2026 Toyota Corolla Cross L

Klamath Falls, OR

UnscoredInsufficient · 3
$28,689Mileage not verified

Comparison: 3 similar vehicles

Klamath Falls, OR

No Photo

2026 Honda Civic Hatchback Sport

Klamath Falls, OR

Fair PriceRobust · 451
$28,954Mileage not verified

Market: $27,169$37,380

Comparison: 451 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2026 Subaru Crosstrek Base

Klamath Falls, OR

Fair PriceRobust · 79
$29,000Mileage not verified

Market: $27,395$33,249

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Klamath Falls, OR

No Photo

2026 Chevrolet Trax RS

Ashland, OR

Fair PriceRobust · 114
$29,690Mileage not verified

Market: $24,528$29,908

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 235 days listed (based on current market benchmarks)

Ashland, OR

No Photo

2026 Subaru Impreza RS

Klamath Falls, OR

Fair PriceRobust · 67
$30,169Mileage not verified

Market: $27,553$37,897

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Klamath Falls, OR

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal adds a price below the comparable market range. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Live examples

OAV answers these questions

What are the best priced vehicles?
OAV ranks vehicles by how far below their typical market range they are listed, using comparable listings; days-on-lot is shown as a separate demand signal, not a ranking input. Great Deal means priced below the comparable-range floor by a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin — or within the range — is Fair Price.
Which vehicles are priced below market?
Vehicles flagged as undervalued are priced below the typical range for comparable cars. The "Top Deals" section on every market page surfaces these first, with the percentage gap from the typical range shown per listing.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are undervalued compared with comparable listings?
OAV's Price-to-Market analysis evaluates every eligible listing against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. Undervalued listings price below the typical comparable range and are surfaced as Great Deals.

How OAV works

How does OAV rate vehicle deals?
OAV evaluates every eligible listing against similar vehicles currently available, positioning its asking price within the supported comparable range. Each listing is rated a Great Deal (priced below comparable listings), Fair Price (priced within the typical range), or Overpriced (priced above comparable listings). Vehicles without sufficient comparable evidence remain Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers manage their profile, route inbound buyer inquiries, and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, exports, and enhanced merchandising.
What technology powers OAV's deal ratings?
OAV's inventory standardization technology is protected by U.S. Patent No. 12,236,477, and its Price-to-Market analysis is Patent Pending. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

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